@siddharth bansal Thanks for reaching here! The docs you referenced are about the management plane APIs. This is different from the data plane API versions, which are listed here: API versions of Search REST APIs - Azure Cognitive Search | Microsoft Learn.
This is the 2021-04-30-Preview you observe in the portal.
Hope this helps.
Let us know.